An in-depth analysis of the Stanford AI Index 2026, examining its methodology, reliability, and implications for AI policy and research.
The Stanford AI Index 2026 Audit: Reading the Field’s Annual Report Card With a Critic’s Pen
Browsing Category
Ethics & Society
148 posts
Portfolio. The synthesis.
A comprehensive analysis of six European institutional AI projects reveals strategic insights ahead of the August 2026 EU AI Act enforcement.
Apertus. The architectural template.
Apertus, developed by Swiss research institutions, is a groundbreaking open-data, multilingual LLM supporting 1,811 languages, aligning with European regulatory standards.
The Coding Singularity Is Real — and Steeper Than Clark Presented
New data confirms AI’s coding capabilities have rapidly advanced, accelerating the recursive loop toward the coding singularity, with deployment more bifurcated than initially believed.
Minerva. The opposite path.
Italy’s Minerva project trained from scratch on 2.5 trillion tokens but scored only 4.9% on Italian exams, raising questions about scale and effectiveness.
AMÁLIA · The Three Hard Questions.
Portugal’s €5.5M AMÁLIA model is operational, outperforming some benchmarks, but key structural questions remain unanswered about its openness, native data, and goals.
The Machine Economy — Capital-Heavy, Human-Light, Trading With Itself
Analysis of the emerging machine economy where AI-driven firms operate with minimal human involvement, reshaping markets and economic structures.
The Roblox Cheat That Broke Vercel.
A Roblox auto-farm cheat downloaded by an employee led to a two-month breach of Vercel’s systems, exposing customer credentials across multiple cloud platforms.
ShinyHunters · The New APT Model.
ShinyHunters has evolved into a scalable, AI-enabled threat actor operating as a collective, shifting from traditional hacking to extortion-as-a-service with a new operational model.
The OAuth Permission Apocalypse.
Exploring how broad OAuth permissions, especially ‘Allow All,’ create a major security vulnerability akin to SQL injection, with widespread enterprise implications.
